DBMI Publications

Batal I, Cooper G, Fradkin D, Harrison J, Moerchen F, Hauskrecht M. An efficient pattern mining approach for event detection in multivariate temporal data. The Journal of Knowledge and Information Systems (2015) 1-36 [PubMed – in progress].
Samwald M, Miñarro Giménez JA, Boyce RD, Freimuth RR, Adlassnig K-P, Dumontier M. Pharmacogenomic knowledge representation, reasoning and genome-based clinical decision support based on OWL 2 DL ontologies. BMC MedRical Informatics and Decision Making. 2015;15:12. doi:10.1186/s12911-015-0130-1.  PubMed4340468  
Scheife RT, Hines LE, Boyce RD, Chung SP, Momper JD, Sommer CD, Abernethy DR, Horn JR, Sklar SJ, Wong SK, Jones G, Brown ML, Grizzle AJ, Comes S, Wilkins TL, Borst C, Wittie MA, Malone DC. Consensus Recommendations for Systematic Evaluation of Drug-Drug Interaction Evidence for Clinical Decision Support. Drug Saf. 2015 Jan 3.  http://link.springer.com/article/10.1007%2Fs40264-014-0262-8  [Epub ahead of print] PubMed PMID: 25556085. [PMCID – in process]
Solomonides A, Goel S, Hynes D, Silverstein JC, Hota B, Trick W, Angulo F, Price R, Sadhu E, Zelisko S, Fischer J, Furner B, Hamilton A, Phua J, Brown W, Hohmann SF, Meltzer D, Tarlov E, Weaver FM, Zhang H, Concannon T, Kho A.  Patient-Centered Outcomes Research in Practice: The CAPriCORN Infrastructure. Stud Health Technol Inform. 2015;216:584-8. PMID: 26262118
Freifeld O, Hauberg S, Batmanghelich K, Fisher J. Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple. IEEE International Conference on Computer Vision (ICCV). 2015; :2911-2919. doi:10.1109/ICCV.2015.333
Naeini MP, Cooper GF, Hauskrecht M. Binary classifier calibration using a Bayesian non-parametric approach. In: Proceedings of the SIAM International Conference on Data Mining (2015).
Ye Y, Tsui FR, Wagner M, Espino JU, Li Q.  Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers.  J Am Med Inform Assoc. 2014 Sep-Oct; 21(5):815-23. doi: 10.1136/amiajnl-2013-001934. Epub 2014 Jan 9. PMID: 24406261. PMCID: PMC4147621.
Wachinger C, Batmanghelich N, Golland P, Reuter M. BrainPrint in the Computer-Aided Diagnosis of Alzheimer's Disease. Challenge on Computer-Aided Diagnosis of Dementia. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2014.
Gadabu OJ, Manjomo RJ, Mwakilama S, Douglas GP, Harries T, Moyo C, Makonokale LD, Kang’oma S, Chitedze P, Chinsinga FB. An electronic register for vital registration in a rural village with no electricity in Malawi. Public Health Action. 2014 Sep 21; 4 (3):145-49. doi: http://dx.doi.org/10.5588/pha.14.0015 PMID: 26400800 PMCID: PMC4533812
Clark AM, Wheeler SE, Taylor DP, Pillai VC, Young CL, Prantil-Baun R, et al. A microphysiological system model of therapy for liver micrometastases. Experimental biology and medicine. 2014.